gbdt topic

A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.

closest-git

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

xiaodaigh

qiyiping

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

chenhongge

A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)

cgreer

A java implementation of LightGBM predicting part

lyg5623

This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) .

kingfengji

LightGBM + Optuna: Auto train LightGBM directly from CSV files, Auto tune them using Optuna, Auto serve best model using FastAPI. Inspired by Abhishek Thakur's AutoXGB.

rishiraj

[NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contribution)

chenhongge

My simplest implementations of common ML algorithms

xiecong